Why data mesh ?
Introduction to Data Mesh: A Modern Approach to Data Management
Projects and studies
A series of projects and studies, Data architecture but also about Machine Learning, NLP, Computer Vision, Data Engineering, MLOps best practices.
Kedro for ML industrialization
In the following article, i will show how to install and use Kedro, an open source Python library that will simplify and clarify the way to define data pipel...
How to create a custom Kedro DataSet
In the following article, i will show how to create a custom dataset for Kedro, an open source Python library for Production-Ready Machine Learning Code.
Efficientnet classifier interpretation using GradCAM - part 3 of 3
In the previous article, we managed to build a binary classifier to detect if patient had a pneumothorax or not. Neural networks commonly suffer from a lack ...
Pneumothorax xray classifier - Modelization - part 2 of 3
The goal of this project is to show a way how to train a binary classifier on Xray images, to predict if there is a pneumothorax or not. The dataset used her...
Pneumothorax xray classifier - EDA - part 1 of 3
The goal of this project is to show a way how to train a binary classifier on Xray images, to predict if there is a pneumothorax or not. The dataset used her...